"""
Validation Framework for AI Historical Simulation Platform

This module provides comprehensive validation and safety mechanisms for the platform,
ensuring historical accuracy, personality consistency, and ethical safety while
optimizing system performance through neural architecture optimization.

Components:
- HistoricalAccuracyValidator: Expert evaluation integration for historical fact validation
- PersonalityConsistencyTester: Cross-situational consistency testing
- PersonaVectorSafetyMonitor: Safety mechanisms with activation steering
- BiasDetectionSystem: Automated bias detection and correction
- ComprehensiveValidator: Multi-dimensional evaluation matrix
- NeuralArchitectureOptimizer: NAS engine with capability-based optimization
"""

from .historical_accuracy_validator import HistoricalAccuracyValidator
from .personality_consistency_tester import PersonalityConsistencyTester
from .persona_vector_safety_monitor import PersonaVectorSafetyMonitor
from .bias_detection_system import BiasDetectionSystem
from .comprehensive_validator import ComprehensiveValidator
from .neural_architecture_optimizer import NeuralArchitectureOptimizer

__all__ = [
    'HistoricalAccuracyValidator',
    'PersonalityConsistencyTester', 
    'PersonaVectorSafetyMonitor',
    'BiasDetectionSystem',
    'ComprehensiveValidator',
    'NeuralArchitectureOptimizer'
]

__version__ = "1.0.0"